The marginal tax rate is the bracket your income falls into. The rate will depend on your total taxable income (not just wages) minus deductions (standard or itemized) in Maryland.
Gambling income is subject to state and federal taxes but not FICA taxes. Tax rates depend on your annual income and tax bracket.